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3 options ranked by Trust Score · April 2026
About Helicone
Lightweight LLM observability via a proxy URL swap — get cost tracking, request logging, and caching with a one-line integration.
Open-source LLM observability platform for tracing, evaluating, and debugging AI applications — self-host or use the cloud.
LangChain's observability and evaluation platform — trace, debug, and evaluate LLM applications with deep LangChain ecosystem integration.
AI evaluation and observability platform focused on running structured evals, scoring LLM outputs, and prompt iteration workflows.
Trust Scores are calculated weekly from real-world signals — npm/PyPI downloads, GitHub commits, stars, and Stack Overflow activity. Higher is more actively maintained and widely adopted.
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